This repository holds documents related to my Data Analytics Bootcamp at Ironhack.
All documents are for learning purposes. Feel free to fork, download and use as your own. :)
============ACTIVITY============
===========HOMEWORK===========
- Lab | SQL Intro
- Lab | SQL Queries 2
- Lab | SQL Queries 3
- Lab | SQL Queries 4
- Lab | SQL Queries 5
- Lab | SQL Queries 6
- Lab | SQL Basics
- Lab | SQL Queries 7
- Lab | SQL Queries 8
- Lab | SQL Queries 9
- Lab | SQL - JOIN
- Lab | SQL Joins on multiple tables
- Lab | SQL Self and cross join
- Lab | SQL Subqueries
- Lab | SQL Advanced queries
- Lab | Imbalanced data
- Lab | Cleaning numerical data
- Lab | Cleaning categorical data
- Lab | Feature extraction
- Lab | Data cleaning and wrangling
- Lab | Comparing regression models
- Lab | Random variable distributions
- Lab | Getting started with Tableau
- Lab | Tableau - Manipulating data from multiple sources
- Lab | LOD expressions and Dashboards
- Lab | Aggregation Revisited - Subqueries
- Lab | Stored procedures
- Streamlit Project
- Lab | Revisiting Machine Learning Case Study
- Lab | Feature Engineering
- Lab | Inferential statistics
- Lab | Inferential statistics - T-test & P-value
- Lab | Inferential statistics - ANOVA
- Lab | Handling Data Imbalance in Classification Models
- Lab | Cross Validation
- Lab | Random Forests